AutoFix

Two storms. One agent. Coding agents create risk and offensive agents discover and exploit it faster than humans can fix. Guardian Agent solves both.

Cost to fix risks

Risk Graph prioritizes toxic combinations and exploitable paths, so AutoFix fixes what matters first.

Build-safe

AutoFix removes time and cost bottlenecks. At one Fortune 500 healthcare company, it fixed 118 risks in 7.2 compute hours, reclaiming nearly 9 weeks of dev capacity.

Generate fixes with context of your software architecture, from code to runtime, without breaking changes.

Time to fix risks

Architecture-aware

AutoFix

Guardian Agent

33×

A human in the loop on every fix is neither effective nor efficient at this volume and speed.

Software Graph maps your architecture from code to runtime, so every AutoFix is reliable by design.

Human review can't scale

Reduce costs, meet compliance and reduce risk. Risk never exploited, while the backlog shrinks instead of growing .

Guardian Agent

A human on every fix doesn’t scale.

AutoFix risk as fast as AI creates it, using the context of your software architecture and policies to fix safely. Without that context, AutoFix breaks your software.

Risk at AI speed

AutoFix that doesn't break your software.

Two storms. One agent. Coding agents create risk and offensive agents discover it faster than humans can fix. Guardian Agent solves both .

Fixes must stay safe

faster than manual remediation

Fixes land without breaking the software , so no human gate is required to keep up with machines.

AutoFix newly discovered zero-days before attackers can exploit them . Imagine Log4j ten times a day.

less expensive than manual remediation

One AutoFix. Both storms.

400× less

See AutoFix in action.

Powered by AppSec Data Fabric. Software Graph and Risk Graph raise the quality of every fix, so you will not break your build or slow down developers.

Vulnerabilities are now generated and discovered by machines, far faster than people can respond.

Risk-aware

AutoFix vulnerabilities and non-compliant code before it reaches SCM , and AutoFix the existing backlog in parallel.

33× less

400×

A short look at Guardian Agent AutoFix resolving risk on real code, grounded in your software architecture.

Mythos-Storm

Reduce costs, meet compliance and reduce risk. Risk never reaches SCM, while the backlog shrinks instead of growing .

AutoFix the inflow of new risks from coding agents and existing risks to reduce the backlog, and AutoFix what offensive agents discover before attackers exploit it.

AI creates the risk. AutoFix closes it.

Claude-Storm